Databricks Databricks-Generative-AI-Engineer-Associate Quiz 1 Topic 1 Questions 1-5

Question: 1

A Generative AI Engineer is testing a simple prompt template in LangChain using the code below, but is getting an error.

q1_Databricks-Generative-AI-Engineer-Associate

Assuming the API key was properly defined, what change does the Generative AI Engineer need to make to fix their chain?

A)

q1_Databricks-Generative-AI-Engineer-Associate

B)

q1_Databricks-Generative-AI-Engineer-Associate

C)

q1_Databricks-Generative-AI-Engineer-Associate

D)

q1_Databricks-Generative-AI-Engineer-Associate

AOption A

BOption B

COption C

DOption D

Show Answer

Question: 2

A Generative AI Engineer has been asked to build an LLM-based question-answering application. The application should take into account new documents that are frequently published. The engineer wants to build this application with the least cost and least development effort and have it operate at the lowest cost possible.

Which combination of chaining components and configuration meets these requirements?

AFor the application a prompt, a retriever, and an LLM are required. The retriever output is inserted into the prompt which is given to the LLM to generate answers.

BThe LLM needs to be frequently with the new documents in order to provide most up-to-date answers.

CFor the question-answering application, prompt engineering and an LLM are required to generate answers.

DFor the application a prompt, an agent and a fine-tuned LLM are required. The agent is used by the LLM to retrieve relevant content that is inserted into the prompt which is given to the LLM to generate answers.

Show Answer

Question: 3

A Generative AI Engineer wants to build an LLM-based solution to help a restaurant improve its online customer experience with bookings by automatically handling common customer inquiries. The goal of the solution is to minimize escalations to human intervention and phone calls while maintaining a personalized interaction. To design the solution, the Generative AI Engineer needs to define the input data to the LLM and the task it should perform.

Which input/output pair will support their goal?

AInput: Online chat logs; Output: Group the chat logs by users, followed by summarizing each user's interactions

BInput: Online chat logs; Output: Buttons that represent choices for booking details

CInput: Customer reviews; Output: Classify review sentiment

DInput: Online chat logs; Output: Cancellation options

Show Answer

Question: 4

A Generative AI Engineer is developing an LLM application that users can use to generate personalized birthday poems based on their names.

Which technique would be most effective in safeguarding the application, given the potential for malicious user inputs?

AImplement a safety filter that detects any harmful inputs and ask the LLM to respond that it is unable to assist

BReduce the time that the users can interact with the LLM

CAsk the LLM to remind the user that the input is malicious but continue the conversation with the user

DIncrease the amount of compute that powers the LLM to process input faster

Show Answer

Question: 5

A Generative AI Engineer is building a Generative AI system that suggests the best matched employee team member to newly scoped projects. The team member is selected from a very large team. The match should be based upon project date availability and how well their employee profile matches the project scope. Both the employee profile and project scope are unstructured text.

How should the Generative Al Engineer architect their system?

ACreate a tool for finding available team members given project dates. Embed all project scopes into a vector store, perform a retrieval using team member profiles to find the best team member.

BCreate a tool for finding team member availability given project dates, and another tool that uses an LLM to extract keywords from project scopes. Iterate through available team members' profiles and perform keyword matching to find the best available team member.

CCreate a tool to find available team members given project dates. Create a second tool that can calculate a similarity score for a combination of team member profile and the project scope. Iterate through the team members and rank by best score to select a team member.

DCreate a tool for finding available team members given project dates. Embed team profiles into a vector store and use the project scope and filtering to perform retrieval to find the available best matched team members.

Show Answer

Databricks Databricks-Generative-AI-Engineer-Associate Quiz:1 Topic:1 Questions:1-5